Blar i SINTEF Open på forfatter "Tørresen, Jim"
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Applying machine learning in motor activity time series of depressed bipolar and unipolar patients compared to healthy controls
Jakobsen, Petter; Garcia-Ceja, Enrique; Riegler, Michael; Stabell, Lena Antonsen; Nordgreen, Tine; Tørresen, Jim; Fasmer, Ole Bernt; Ødegaard, Ketil Joachim (Peer reviewed; Journal article, 2020)Current practice of assessing mood episodes in affective disorders largely depends on subjective observations combined with semi-structured clinical rating scales. Motor activity is an objective observation of the inner ... -
Monitoring In-Home Emergency Situation and Preserve Privacy using Multi-modal Sensing and Deep Learning
Bordvik, David Andreas; Hou, Jie; Noori, Farzan Majeed; Uddin, Md Zia; Tørresen, Jim (Chapter, 2022)Videos and images are commonly used in home monitoring systems. However, detecting emergencies in-home while preserving privacy is a challenging task concerning Human Activity Recognition (HAR). In recent years, HAR combined ... -
Ultra-Wideband Radar-Based Activity Recognition Using Deep Learning
Noori, Farzan Majeed; Uddin, Md Zia; Tørresen, Jim (Peer reviewed; Journal article, 2021)With recent advances in the field of sensing, it has become possible to build better assistive technologies. This enables the strengthening of eldercare with regard to daily routines and the provision of personalised care ...